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Reviews on G2
14 reviews tracked

The Bottom Line

Price
From $119/user/mo, billed monthly (free plan available). Compare plans

Key facts

  • Unifies AI data curation, experiment tracking, and model management.
  • Supports multimodal datasets with advanced annotation and versioning.
  • Integrates with MLflow and other ML tools for streamlined workflows.

Pros

  • Comprehensive platform covering the full AI lifecycle.
  • Strong support for multimodal data, including vision, audio, and LLM.
  • Seamless integration with popular ML tools like MLflow.
  • Facilitates collaboration among data science teams.
  • Offers flexible deployment options, including on-premise for enterprises.

Cons

  • The free tier has limitations on private repository collaborators and tracked experiments.
  • Advanced features like petabyte-scale data management are exclusive to enterprise plans.
  • Requires some familiarity with ML concepts and workflows for optimal use.

What is DagsHub?

DagsHub provides a comprehensive platform for managing the entire AI lifecycle, from data curation and annotation to experiment tracking and model deployment. It is designed for AI teams and individuals working with multimodal datasets, including vision, audio, and large language model (LLM) data. The platform enables users to transform raw data into high-quality datasets, ensuring better performance for AI models. Key functionalities include robust data versioning and lineage, an annotations workspace with AI-powered human-in-the-loop workflows, and interactive pipelines. It integrates seamlessly with existing ML stacks and open-source tools like MLflow, allowing for efficient experiment tracking, comparison of results, and model version management. DagsHub supports collaborative data science, making it easier for teams to share data and models, and offers deployment options ranging from cloud hosting to on-premise installations for high-scale enterprise workloads.

Ratings Across the Web

4.8 (14 reviews)

DagsHub holds an aggregate rating of 4.8 out of 5 from 14 reviews across G2, last checked June 3, 2026.

Ratings aggregated from independent review platforms. Learn more

Preview

Key Features

  • Multimodal data curation and annotation
  • AI-powered Human-in-the-Loop annotation workflows
  • Granular data filtering, sorting, and visualization
  • Data versioning and lineage tracking
  • Experiment tracking with MLflow compatibility
  • Notebook versioning and diffing
  • Model version management and deployment
  • CI/CD/CT integration

Pricing Plans

Free Trial

Pricing checked Oct 24, 2026. Source: dagshub.com/pricing, read Oct 24, 2026

DagsHub plans and prices, checked October 2026
Plan Price Details
Individual

$0 / user/month

  • Unlimited public repositories with unlimited collaborators
  • Unlimited private repositories for non-commercial use
  • Unlimited experiment tracking for public repositories
+9 more
  • Up to 100 tracked experiments in private repositories
  • Up to 2 collaborators in private projects
  • 20GB of DagsHub Storage
  • Data versioning and lineage
  • Annotations workspace for public repositories
  • Notebook versioning & diffing
  • CI/CD/CT integration
  • Interactive pipelines
  • Community support
Team

$119 / user/month

  • Everything in Individual, plus:
  • Unlimited private repositories
  • Multimodal annotation and auto-labeling
+5 more
  • Connect your own storage
  • Label Studio compatible
  • Team RBAC
  • DagsHub priority support
  • Up to 1TB of data or up to 2 million files
Enterprise

Custom quote

  • Everything in Team, plus:
  • Petabyte-scale data management
  • Deploy models to your cluster
+5 more
  • Full VPC/Air-gapped on-premise installation
  • SSO/LDAP/OIDC RBAC
  • OpenShift compatible
  • Organizational resource control
  • Enterprise SLA & support

Is DagsHub worth the price?

Good value

DagsHub offers a very generous free 'Individual' tier, making it highly accessible for personal projects and non-commercial use.

The 'Team' tier at $119 per user/month is on the higher side for smaller teams but provides significant enterprise-grade features. This pricing structure is best for individual developers and larger teams with serious data management needs.

Hidden Costs & Gotchas

Storage limits (20GB Individual, 1TB Team)

Full DagsHub pricing: every plan, hidden costs and alternatives

Email me when DagsHub changes its price

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DagsHub by the numbers

Toolradar data: DagsHub's entry paid plan ($119/user/mo, billed monthly) ranks #11 of 11 for price among the Version Control tools with a verified entry price per user, where the median is $5.75/user/mo. As of Nov 2026.

DagsHub compared with 85 Version Control tools on Toolradar, as of Nov 2026
Metric DagsHub Peer median Position (1 is best)
Entry paid plan $119/user/mo, billed monthly $5.75/user/mo #11 of 11 tools priced per user, verified price
Free plan Yes 92% have one n/a

Each position is counted among the tools that have data for that row, as noted under it. A lower entry price ranks higher; prices are read on vendor pages and compared only with tools priced on the same basis. All Version Control data · How we compute this. Advertising and placement fees are not inputs to any position.

Cite this: Toolradar, “DagsHub by the numbers”, Nov 2026.

Reviews

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4.8/5

Across 14 verified user reviews on G2

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DagsHub FAQ

How does DagsHub support AI teams working with diverse data types?

DagsHub provides strong support for multimodal data, including vision, audio, and large language model (LLM) data. It enables users to transform raw data into high-quality datasets, which helps improve the performance of AI models.

Which teams benefit most from using DagsHub?

DagsHub is designed for AI teams and individuals who manage the entire AI lifecycle, from data curation to model deployment. It particularly benefits those working with multimodal datasets and requiring collaborative data science capabilities.

How does DagsHub compare to DVC for version control?

DagsHub offers a comprehensive platform for the entire AI lifecycle, including robust data versioning and lineage, whereas DVC primarily focuses on data version control. DagsHub also integrates with existing ML stacks and open-source tools like MLflow for experiment tracking and model management.

What kind of limitations exist for users on the free tier?

The free tier of DagsHub has limitations regarding the number of private repository collaborators and tracked experiments. Advanced features, such as petabyte-scale data management, are reserved for enterprise plans.

How is DagsHub priced?

DagsHub is available on a free tier, with additional paid plans that offer more usage and advanced features. These plans cater to different scales of operation and feature requirements.

Can DagsHub integrate with existing machine learning tools?

Yes, DagsHub integrates seamlessly with existing ML stacks and open-source tools like MLflow. This allows for efficient experiment tracking, comparison of results, and model version management within a familiar environment.

How does DagsHub facilitate the deployment of AI models?

DagsHub offers flexible deployment options for AI models, ranging from cloud hosting to on-premise installations. This flexibility supports high-scale enterprise workloads and diverse infrastructure needs.

How does DagsHub pricing compare with other Version Control tools?

DagsHub's entry paid plan ($119/user/mo, billed monthly) ranks #11 of 11 for price among the Version Control tools with a verified entry price per user, where the median is $5.75/user/mo. Prices are read on each vendor's own pricing page and compared only with tools priced on the same basis. Source: Toolradar, Nov 2026.

Source: dagshub.com

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